Co-Developed Recommendation and Lost-Sales Analytics to Support Growth and Retention
Data Science Team Manager, Industrial Business Group • Jan 2016 - Dec 2018
Recommendation SystemsCustomer AnalyticsCross-Sell/UpsellRetention AnalyticsTeam Leadership
The Setup
The organization needed scalable ways to identify cross-sell/upsell opportunities and to spot early signals of account erosion, so sales teams could intervene with relevant actions.
Work Completed
Partnered with cross-functional stakeholders to define the opportunity model and supported the buildout of recommendation and lost-sales analytics. Focused on outputs that were understandable to the field and could be embedded into existing sales workflows.
Results
Delivered analytics that supported increased sales within current accounts and helped reduce churn among eroding customers by making opportunities and risks more visible.
Skills Exercised
Opportunity ModelingRetention Signal ThinkingInsight-to-Action DesignCross-Functional Analytics Delivery